Foundations of Large Language Models

Large Language Models (LLMs) are rapidly transforming technology and applications. This course provides a clear introduction to the fundamental principles and practical uses of LLMs, igniting your interest in further study and application. This course will equip you with a solid understanding of how LLMs work and how they are used today. What you'll learn: - Understand the foundational concepts and architecture of Large Language Models. - Explore key components like embeddings, attention mechanisms, and transformer models. - Learn about common applications and use cases of LLMs across different industries. - Grasp the basics of prompt engineering for effective interaction with LLMs. - Understand ethical considerations and potential biases in LLM development and deployment. - Practice applying LLM concepts through written exercises. The course begins with essential terminology and basic concepts, progressing to practical applications and modern considerations in the LLM landscape. This program is designed for beginners with no prior experience in AI or machine learning. Start your journey into the world of Large Language Models today.